walmart_sales

Dataset statistics

Number of variables	25
Number of observations	8399
Missing cells	966
Missing cells (%)	0.5%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	1.6 MiB
Average record size in memory	200.0 B

Variable types

Text	3
Numeric	11
Categorical	9
DateTime	2

Alerts

`number_of_records` has constant value ""	Constant
`order_id` is highly overall correlated with `row_id`	High correlation
`row_id` is highly overall correlated with `order_id`	High correlation
`sales` is highly overall correlated with `shipping_cost` and 1 other fields	High correlation
`shipping_cost` is highly overall correlated with `sales` and 2 other fields	High correlation
`unit_price` is highly overall correlated with `sales` and 1 other fields	High correlation
`zip_code` is highly overall correlated with `region` and 1 other fields	High correlation
`product_category` is highly overall correlated with `product_sub_category`	High correlation
`product_container` is highly overall correlated with `product_sub_category` and 1 other fields	High correlation
`product_sub_category` is highly overall correlated with `product_category` and 2 other fields	High correlation
`region` is highly overall correlated with `zip_code` and 1 other fields	High correlation
`ship_mode` is highly overall correlated with `shipping_cost` and 2 other fields	High correlation
`state` is highly overall correlated with `zip_code` and 1 other fields	High correlation
`customer_age` has 903 (10.8%) missing values	Missing
`row_id` is uniformly distributed	Uniform
`row_id` has unique values	Unique
`discount` has 756 (9.0%) zeros	Zeros

Reproduction

Analysis started	2023-10-22 10:05:24.206409
Analysis finished	2023-10-22 10:05:44.159187
Duration	19.95 seconds
Software version	ydata-profiling vv4.6.0
Download configuration	config.json

city
Text

Distinct	1421
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Length

Max length	19
Median length	16
Mean length	9.1384689
Min length	3

Characters and Unicode

Total characters	76754
Distinct characters	52
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	151 ?
Unique (%)	1.8%

Sample

1st row	McKeesport
2nd row	Bowie
3rd row	Napa
4th row	Montebello
5th row	Napa

Value	Count	Frequency (%)
city	266	2.4%
park	165	1.5%
beach	116	1.0%
west	112	1.0%
heights	107	1.0%
san	97	0.9%
north	89	0.8%
lake	88	0.8%
saint	85	0.8%
hills	73	0.7%
Other values (1377)	9992	89.3%

Most occurring characters

Value	Count	Frequency (%)
e	7209	9.4%
a	6797	8.9%
n	5679	7.4%
o	5628	7.3%
l	5073	6.6%
r	4939	6.4%
i	4617	6.0%
t	3962	5.2%
s	3383	4.4%
	2791	3.6%
Other values (42)	26676	34.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	62773	81.8%
Uppercase Letter	11190	14.6%
Space Separator	2791	3.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	7209	11.5%
a	6797	10.8%
n	5679	9.0%
o	5628	9.0%
l	5073	8.1%
r	4939	7.9%
i	4617	7.4%
t	3962	6.3%
s	3383	5.4%
d	1997	3.2%
Other values (16)	13489	21.5%

Uppercase Letter

Value	Count	Frequency (%)
C	1214	10.8%
S	1001	8.9%
P	952	8.5%
M	851	7.6%
B	851	7.6%
H	707	6.3%
L	688	6.1%
W	555	5.0%
R	548	4.9%
A	472	4.2%
Other values (15)	3351	29.9%

Space Separator

Value	Count	Frequency (%)
	2791	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	73963	96.4%
Common	2791	3.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	7209	9.7%
a	6797	9.2%
n	5679	7.7%
o	5628	7.6%
l	5073	6.9%
r	4939	6.7%
i	4617	6.2%
t	3962	5.4%
s	3383	4.6%
d	1997	2.7%
Other values (41)	24679	33.4%

Common

Value	Count	Frequency (%)
	2791	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76754	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	7209	9.4%
a	6797	8.9%
n	5679	7.4%
o	5628	7.3%
l	5073	6.6%
r	4939	6.4%
i	4617	6.0%
t	3962	5.2%
s	3383	4.4%
	2791	3.6%
Other values (42)	26676	34.8%

customer_age
Real number (ℝ)

MISSING

Distinct	48
Distinct (%)	0.6%
Missing	903
Missing (%)	10.8%
Infinite	0
Infinite (%)	0.0%
Mean	54.542823

Minimum	41
Maximum	95
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	41
5-th percentile	42
Q1	47
median	53
Q3	61
95-th percentile	71
Maximum	95
Range	54
Interquartile range (IQR)	14

Descriptive statistics

Standard deviation	9.5194352
Coefficient of variation (CV)	0.1745314
Kurtosis	-0.072222184
Mean	54.542823
Median Absolute Deviation (MAD)	7
Skewness	0.6106657
Sum	408853
Variance	90.619647
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=48)

Value	Count	Frequency (%)
46	413	4.9%
41	356	4.2%
47	330	3.9%
51	329	3.9%
56	310	3.7%
44	304	3.6%
48	299	3.6%
55	293	3.5%
50	281	3.3%
42	276	3.3%
Other values (38)	4305	51.3%
(Missing)	903	10.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
41	356	4.2%
42	276	3.3%
43	263	3.1%
44	304	3.6%
45	252	3.0%
46	413	4.9%
47	330	3.9%
48	299	3.6%
49	203	2.4%
50	281	3.3%

Value	Count	Frequency (%)
95	8	0.1%
93	1	< 0.1%
88	7	0.1%
86	19	0.2%
85	2	< 0.1%
84	1	< 0.1%
82	8	0.1%
81	11	0.1%
80	3	< 0.1%
79	21	0.3%

customer_name
Text

Distinct	795
Distinct (%)	9.5%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Length

Max length	22
Median length	19
Mean length	12.867127
Min length	7

Characters and Unicode

Total characters	108071
Distinct characters	53
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	6 ?
Unique (%)	0.1%

Sample

1st row	Jessica Myrick
2nd row	Matt Collister
3rd row	Alan Schoenberger
4th row	Elizabeth Moffitt
5th row	Alan Schoenberger

Value	Count	Frequency (%)
michael	105	0.6%
john	93	0.6%
brown	93	0.6%
liz	87	0.5%
michelle	86	0.5%
jones	86	0.5%
patrick	83	0.5%
bill	80	0.5%
alan	77	0.5%
price	75	0.4%
Other values (895)	15961	94.9%

Most occurring characters

Value	Count	Frequency (%)
a	10075	9.3%
e	9451	8.7%
n	8461	7.8%
	8427	7.8%
r	7919	7.3%
i	6569	6.1%
l	5720	5.3%
o	5302	4.9%
t	4465	4.1%
s	3528	3.3%
Other values (43)	38154	35.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	82315	76.2%
Uppercase Letter	17202	15.9%
Space Separator	8427	7.8%
Other Punctuation	127	0.1%

Most frequent character per category

Uppercase Letter

Value	Count	Frequency (%)
C	1563	9.1%
B	1510	8.8%
S	1487	8.6%
M	1487	8.6%
D	1121	6.5%
J	1009	5.9%
A	988	5.7%
P	880	5.1%
H	796	4.6%
T	784	4.6%
Other values (16)	5577	32.4%

Lowercase Letter

Value	Count	Frequency (%)
a	10075	12.2%
e	9451	11.5%
n	8461	10.3%
r	7919	9.6%
i	6569	8.0%
l	5720	6.9%
o	5302	6.4%
t	4465	5.4%
s	3528	4.3%
h	3269	4.0%
Other values (15)	17556	21.3%

Space Separator

Value	Count	Frequency (%)
	8427	100.0%

Other Punctuation

Value	Count	Frequency (%)
'	127	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	99517	92.1%
Common	8554	7.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	10075	10.1%
e	9451	9.5%
n	8461	8.5%
r	7919	8.0%
i	6569	6.6%
l	5720	5.7%
o	5302	5.3%
t	4465	4.5%
s	3528	3.5%
h	3269	3.3%
Other values (41)	34758	34.9%

Common

Value	Count	Frequency (%)
	8427	98.5%
'	127	1.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	108071	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	10075	9.3%
e	9451	8.7%
n	8461	7.8%
	8427	7.8%
r	7919	7.3%
i	6569	6.1%
l	5720	5.3%
o	5302	4.9%
t	4465	4.1%
s	3528	3.3%
Other values (43)	38154	35.3%

customer_segment
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Corporate	3076
Home Office	2032
Consumer	1649
Small Business	1642

Length

Max length	14
Median length	11
Mean length	10.265032
Min length	8

Characters and Unicode

Total characters	86216
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Small Business
2nd row	Home Office
3rd row	Corporate
4th row	Consumer
5th row	Corporate

Common Values

Value	Count	Frequency (%)
Corporate	3076	36.6%
Home Office	2032	24.2%
Consumer	1649	19.6%
Small Business	1642	19.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
corporate	3076	25.5%
home	2032	16.8%
office	2032	16.8%
consumer	1649	13.7%
small	1642	13.6%
business	1642	13.6%

Most occurring characters

Value	Count	Frequency (%)
e	10431	12.1%
o	9833	11.4%
r	7801	9.0%
s	6575	7.6%
m	5323	6.2%
C	4725	5.5%
a	4718	5.5%
f	4064	4.7%
	3674	4.3%
i	3674	4.3%
Other values (10)	25398	29.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	70469	81.7%
Uppercase Letter	12073	14.0%
Space Separator	3674	4.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	10431	14.8%
o	9833	14.0%
r	7801	11.1%
s	6575	9.3%
m	5323	7.6%
a	4718	6.7%
f	4064	5.8%
i	3674	5.2%
u	3291	4.7%
n	3291	4.7%
Other values (4)	11468	16.3%

Uppercase Letter

Value	Count	Frequency (%)
C	4725	39.1%
O	2032	16.8%
H	2032	16.8%
S	1642	13.6%
B	1642	13.6%

Space Separator

Value	Count	Frequency (%)
	3674	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	82542	95.7%
Common	3674	4.3%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	10431	12.6%
o	9833	11.9%
r	7801	9.5%
s	6575	8.0%
m	5323	6.4%
C	4725	5.7%
a	4718	5.7%
f	4064	4.9%
i	3674	4.5%
u	3291	4.0%
Other values (9)	22107	26.8%

Common

Value	Count	Frequency (%)
	3674	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	86216	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	10431	12.1%
o	9833	11.4%
r	7801	9.0%
s	6575	7.6%
m	5323	6.2%
C	4725	5.5%
a	4718	5.5%
f	4064	4.7%
	3674	4.3%
i	3674	4.3%
Other values (10)	25398	29.5%

discount
Real number (ℝ)

ZEROS

Distinct	16
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	0.049671389

Minimum	0
Maximum	0.25
Zeros	756
Zeros (%)	9.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	0.02
median	0.05
Q3	0.08
95-th percentile	0.1
Maximum	0.25
Range	0.25
Interquartile range (IQR)	0.06

Descriptive statistics

Standard deviation	0.03182302
Coefficient of variation (CV)	0.64067102
Kurtosis	-0.95941106
Mean	0.049671389
Median Absolute Deviation (MAD)	0.03
Skewness	0.073916963
Sum	417.19
Variance	0.0010127046
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=16)

Value	Count	Frequency (%)
0.01	806	9.6%
0.05	786	9.4%
0.03	779	9.3%
0.09	778	9.3%
0.04	770	9.2%
0.08	765	9.1%
0.02	765	9.1%
0	756	9.0%
0.1	745	8.9%
0.06	734	8.7%
Other values (6)	715	8.5%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0	756	9.0%
0.01	806	9.6%
0.02	765	9.1%
0.03	779	9.3%
0.04	770	9.2%
0.05	786	9.4%
0.06	734	8.7%
0.07	710	8.5%
0.08	765	9.1%
0.09	778	9.3%

Value	Count	Frequency (%)
0.25	1	< 0.1%
0.21	1	< 0.1%
0.17	1	< 0.1%
0.16	1	< 0.1%
0.11	1	< 0.1%
0.1	745	8.9%
0.09	778	9.3%
0.08	765	9.1%
0.07	710	8.5%
0.06	734	8.7%

number_of_records
Categorical

CONSTANT

Distinct	1
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

1	8399

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	8399
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1
2nd row	1
3rd row	1
4th row	1
5th row	1

Common Values

Value	Count	Frequency (%)
1	8399	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1	8399	100.0%

Most occurring characters

Value	Count	Frequency (%)
1	8399	100.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	8399	100.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
1	8399	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	8399	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
1	8399	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	8399	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
1	8399	100.0%

order_date
Date

Distinct	1418
Distinct (%)	16.9%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Minimum	2012-01-01 00:00:00
Maximum	2015-12-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

order_id
Real number (ℝ)

HIGH CORRELATION

Distinct	5496
Distinct (%)	65.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	29965.18

Minimum	3
Maximum	59973
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	3
5-th percentile	2818
Q1	15011.5
median	29857
Q3	44596
95-th percentile	57061
Maximum	59973
Range	59970
Interquartile range (IQR)	29584.5

Descriptive statistics

Standard deviation	17260.883
Coefficient of variation (CV)	0.57603137
Kurtosis	-1.1783167
Mean	29965.18
Median Absolute Deviation (MAD)	14778
Skewness	0.0038108922
Sum	2.5167754 × 10⁸
Variance	2.979381 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
43745	6	0.1%
24132	6	0.1%
43875	5	0.1%
57253	5	0.1%
59781	5	0.1%
12067	5	0.1%
52896	5	0.1%
33797	5	0.1%
43488	5	0.1%
8995	5	0.1%
Other values (5486)	8347	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	< 0.1%
6	1	< 0.1%
32	4	< 0.1%
35	2	< 0.1%
36	1	< 0.1%
65	1	< 0.1%
66	1	< 0.1%
69	2	< 0.1%
70	2	< 0.1%
96	1	< 0.1%

Value	Count	Frequency (%)
59973	2	< 0.1%
59971	3	< 0.1%
59969	2	< 0.1%
59943	1	< 0.1%
59942	1	< 0.1%
59939	1	< 0.1%
59937	1	< 0.1%
59911	1	< 0.1%
59909	2	< 0.1%
59906	1	< 0.1%

order_priority
Categorical

Distinct	5
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

High	1768
Low	1720
Not Specified	1672
Medium	1631
Critical	1608

Length

Max length	13
Median length	6
Mean length	6.7410406
Min length	3

Characters and Unicode

Total characters	56618
Distinct characters	23
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	High
2nd row	Not Specified
3rd row	Low
4th row	Critical
5th row	Low

Common Values

Value	Count	Frequency (%)
High	1768	21.1%
Low	1720	20.5%
Not Specified	1672	19.9%
Medium	1631	19.4%
Critical	1608	19.1%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
high	1768	17.6%
low	1720	17.1%
not	1672	16.6%
specified	1672	16.6%
medium	1631	16.2%
critical	1608	16.0%

Most occurring characters

Value	Count	Frequency (%)
i	9959	17.6%
e	4975	8.8%
o	3392	6.0%
d	3303	5.8%
t	3280	5.8%
c	3280	5.8%
H	1768	3.1%
g	1768	3.1%
h	1768	3.1%
L	1720	3.0%
Other values (13)	21405	37.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	44875	79.3%
Uppercase Letter	10071	17.8%
Space Separator	1672	3.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	9959	22.2%
e	4975	11.1%
o	3392	7.6%
d	3303	7.4%
t	3280	7.3%
c	3280	7.3%
g	1768	3.9%
h	1768	3.9%
w	1720	3.8%
f	1672	3.7%
Other values (6)	9758	21.7%

Uppercase Letter

Value	Count	Frequency (%)
H	1768	17.6%
L	1720	17.1%
S	1672	16.6%
N	1672	16.6%
M	1631	16.2%
C	1608	16.0%

Space Separator

Value	Count	Frequency (%)
	1672	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	54946	97.0%
Common	1672	3.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	9959	18.1%
e	4975	9.1%
o	3392	6.2%
d	3303	6.0%
t	3280	6.0%
c	3280	6.0%
H	1768	3.2%
g	1768	3.2%
h	1768	3.2%
L	1720	3.1%
Other values (12)	19733	35.9%

Common

Value	Count	Frequency (%)
	1672	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	56618	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	9959	17.6%
e	4975	8.8%
o	3392	6.0%
d	3303	5.8%
t	3280	5.8%
c	3280	5.8%
H	1768	3.1%
g	1768	3.1%
h	1768	3.1%
L	1720	3.0%
Other values (13)	21405	37.8%

order_quantity
Real number (ℝ)

Distinct	50
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	25.571735

Minimum	1
Maximum	50
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	1
5-th percentile	3
Q1	13
median	26
Q3	38
95-th percentile	48
Maximum	50
Range	49
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	14.481071
Coefficient of variation (CV)	0.56629209
Kurtosis	-1.2080203
Mean	25.571735
Median Absolute Deviation (MAD)	13
Skewness	-0.017317782
Sum	214777
Variance	209.70142
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
31	202	2.4%
4	196	2.3%
39	195	2.3%
46	193	2.3%
23	192	2.3%
24	192	2.3%
3	189	2.3%
42	189	2.3%
43	184	2.2%
41	183	2.2%
Other values (40)	6484	77.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	165	2.0%
2	152	1.8%
3	189	2.3%
4	196	2.3%
5	166	2.0%
6	172	2.0%
7	174	2.1%
8	176	2.1%
9	155	1.8%
10	170	2.0%

Value	Count	Frequency (%)
50	182	2.2%
49	136	1.6%
48	172	2.0%
47	166	2.0%
46	193	2.3%
45	163	1.9%
44	157	1.9%
43	184	2.2%
42	189	2.3%
41	183	2.2%

product_base_margin
Real number (ℝ)

Distinct	51
Distinct (%)	0.6%
Missing	63
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	0.5125132

Minimum	0.35
Maximum	0.85
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0.35
5-th percentile	0.36
Q1	0.38
median	0.52
Q3	0.59
95-th percentile	0.78
Maximum	0.85
Range	0.5
Interquartile range (IQR)	0.21

Descriptive statistics

Standard deviation	0.13558894
Coefficient of variation (CV)	0.26455698
Kurtosis	-0.66087023
Mean	0.5125132
Median Absolute Deviation (MAD)	0.12
Skewness	0.55939959
Sum	4272.31
Variance	0.018384361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
0.37	761	9.1%
0.38	678	8.1%
0.36	628	7.5%
0.59	497	5.9%
0.39	482	5.7%
0.56	459	5.5%
0.57	459	5.5%
0.4	408	4.9%
0.58	387	4.6%
0.55	314	3.7%
Other values (41)	3263	38.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.35	262	3.1%
0.36	628	7.5%
0.37	761	9.1%
0.38	678	8.1%
0.39	482	5.7%
0.4	408	4.9%
0.41	98	1.2%
0.42	78	0.9%
0.43	101	1.2%
0.44	94	1.1%

Value	Count	Frequency (%)
0.85	36	0.4%
0.84	25	0.3%
0.83	83	1.0%
0.82	32	0.4%
0.81	73	0.9%
0.8	48	0.6%
0.79	68	0.8%
0.78	89	1.1%
0.77	68	0.8%
0.76	55	0.7%

product_category
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Office Supplies	4610
Technology	2065
Furniture	1724

Length

Max length	15
Median length	15
Mean length	12.539112
Min length	9

Characters and Unicode

Total characters	105316
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Office Supplies
2nd row	Office Supplies
3rd row	Furniture
4th row	Office Supplies
5th row	Furniture

Common Values

Value	Count	Frequency (%)
Office Supplies	4610	54.9%
Technology	2065	24.6%
Furniture	1724	20.5%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
office	4610	35.4%
supplies	4610	35.4%
technology	2065	15.9%
furniture	1724	13.3%

Most occurring characters

Value	Count	Frequency (%)
e	13009	12.4%
i	10944	10.4%
p	9220	8.8%
f	9220	8.8%
u	8058	7.7%
c	6675	6.3%
l	6675	6.3%
O	4610	4.4%
s	4610	4.4%
S	4610	4.4%
Other values (10)	27685	26.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	87697	83.3%
Uppercase Letter	13009	12.4%
Space Separator	4610	4.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	13009	14.8%
i	10944	12.5%
p	9220	10.5%
f	9220	10.5%
u	8058	9.2%
c	6675	7.6%
l	6675	7.6%
s	4610	5.3%
o	4130	4.7%
n	3789	4.3%
Other values (5)	11367	13.0%

Uppercase Letter

Value	Count	Frequency (%)
O	4610	35.4%
S	4610	35.4%
T	2065	15.9%
F	1724	13.3%

Space Separator

Value	Count	Frequency (%)
	4610	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	100706	95.6%
Common	4610	4.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	13009	12.9%
i	10944	10.9%
p	9220	9.2%
f	9220	9.2%
u	8058	8.0%
c	6675	6.6%
l	6675	6.6%
O	4610	4.6%
s	4610	4.6%
S	4610	4.6%
Other values (9)	23075	22.9%

Common

Value	Count	Frequency (%)
	4610	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	105316	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	13009	12.4%
i	10944	10.4%
p	9220	8.8%
f	9220	8.8%
u	8058	7.7%
c	6675	6.3%
l	6675	6.3%
O	4610	4.4%
s	4610	4.4%
S	4610	4.4%
Other values (10)	27685	26.3%

product_container
Categorical

HIGH CORRELATION

Distinct	7
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Small Box	4347
Wrap Bag	1168
Small Pack	956
Jumbo Drum	624
Jumbo Box	532
Other values (2)	772

Length

Max length	10
Median length	9
Mean length	9.0926301
Min length	8

Characters and Unicode

Total characters	76369
Distinct characters	24
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Small Box
2nd row	Large Box
3rd row	Jumbo Drum
4th row	Wrap Bag
5th row	Jumbo Drum

Common Values

Value	Count	Frequency (%)
Small Box	4347	51.8%
Wrap Bag	1168	13.9%
Small Pack	956	11.4%
Jumbo Drum	624	7.4%
Jumbo Box	532	6.3%
Large Box	406	4.8%
Medium Box	366	4.4%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
box	5651	33.6%
small	5303	31.6%
wrap	1168	7.0%
bag	1168	7.0%
jumbo	1156	6.9%
pack	956	5.7%
drum	624	3.7%
large	406	2.4%
medium	366	2.2%

Most occurring characters

Value	Count	Frequency (%)
l	10606	13.9%
a	9001	11.8%
	8399	11.0%
m	7449	9.8%
B	6819	8.9%
o	6807	8.9%
x	5651	7.4%
S	5303	6.9%
r	2198	2.9%
u	2146	2.8%
Other values (14)	11990	15.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	51172	67.0%
Uppercase Letter	16798	22.0%
Space Separator	8399	11.0%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
l	10606	20.7%
a	9001	17.6%
m	7449	14.6%
o	6807	13.3%
x	5651	11.0%
r	2198	4.3%
u	2146	4.2%
g	1574	3.1%
p	1168	2.3%
b	1156	2.3%
Other values (5)	3416	6.7%

Uppercase Letter

Value	Count	Frequency (%)
B	6819	40.6%
S	5303	31.6%
W	1168	7.0%
J	1156	6.9%
P	956	5.7%
D	624	3.7%
L	406	2.4%
M	366	2.2%

Space Separator

Value	Count	Frequency (%)
	8399	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	67970	89.0%
Common	8399	11.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
l	10606	15.6%
a	9001	13.2%
m	7449	11.0%
B	6819	10.0%
o	6807	10.0%
x	5651	8.3%
S	5303	7.8%
r	2198	3.2%
u	2146	3.2%
g	1574	2.3%
Other values (13)	10416	15.3%

Common

Value	Count	Frequency (%)
	8399	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	76369	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
l	10606	13.9%
a	9001	11.8%
	8399	11.0%
m	7449	9.8%
B	6819	8.9%
o	6807	8.9%
x	5651	7.4%
S	5303	6.9%
r	2198	2.9%
u	2146	2.8%
Other values (14)	11990	15.7%

product_name
Text

Distinct	1263
Distinct (%)	15.0%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Length

Max length	98
Median length	75
Mean length	34.351709
Min length	3

Characters and Unicode

Total characters	288520
Distinct characters	84
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	57 ?
Unique (%)	0.7%

Sample

1st row	Perma STOR-ALL™ Hanging File Box, 13 1/8"W x 12 1/4"D x 10 1/2"H
2nd row	Safco Industrial Wire Shelving
3rd row	Hon 4070 Series Pagoda™ Armless Upholstered Stacking Chairs
4th row	White GlueTop Scratch Pads
5th row	Hon Valutask™ Swivel Chairs

Value	Count	Frequency (%)
xerox	765	1.8%
x	499	1.2%
avery	418	1.0%
with	405	0.9%
black	338	0.8%
	327	0.8%
binders	305	0.7%
for	302	0.7%
chair	276	0.6%
keyboard	268	0.6%
Other values (2076)	38861	90.9%

Most occurring characters

Value	Count	Frequency (%)
	34365	11.9%
e	25862	9.0%
r	15875	5.5%
o	15517	5.4%
a	14627	5.1%
i	14001	4.9%
l	12489	4.3%
t	12482	4.3%
n	11792	4.1%
s	11438	4.0%
Other values (74)	120072	41.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	184442	63.9%
Uppercase Letter	42833	14.8%
Space Separator	34365	11.9%
Decimal Number	16531	5.7%
Other Punctuation	6372	2.2%
Dash Punctuation	2329	0.8%
Other Symbol	1374	0.5%
Final Punctuation	69	< 0.1%
Open Punctuation	68	< 0.1%
Close Punctuation	68	< 0.1%
Other values (2)	69	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	25862	14.0%
r	15875	8.6%
o	15517	8.4%
a	14627	7.9%
i	14001	7.6%
l	12489	6.8%
t	12482	6.8%
n	11792	6.4%
s	11438	6.2%
c	7441	4.0%
Other values (17)	42918	23.3%

Uppercase Letter

Value	Count	Frequency (%)
S	4518	10.5%
C	4434	10.4%
P	4013	9.4%
B	3859	9.0%
D	2625	6.1%
A	2478	5.8%
M	2403	5.6%
F	2020	4.7%
T	1985	4.6%
R	1664	3.9%
Other values (16)	12834	30.0%

Decimal Number

Value	Count	Frequency (%)
1	3209	19.4%
0	2724	16.5%
2	1984	12.0%
3	1528	9.2%
8	1410	8.5%
4	1406	8.5%
9	1255	7.6%
5	1142	6.9%
6	943	5.7%
7	930	5.6%

Other Punctuation

Value	Count	Frequency (%)
,	2856	44.8%
/	1359	21.3%
"	1060	16.6%
.	520	8.2%
&	216	3.4%
'	149	2.3%
#	104	1.6%
*	59	0.9%
%	45	0.7%
;	4	0.1%

Other Symbol

Value	Count	Frequency (%)
®	896	65.2%
™	478	34.8%

Open Punctuation

Value	Count	Frequency (%)
(	53	77.9%
[	15	22.1%

Close Punctuation

Value	Count	Frequency (%)
)	53	77.9%
]	15	22.1%

Space Separator

Value	Count	Frequency (%)
	34365	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	2329	100.0%

Final Punctuation

Value	Count	Frequency (%)
”	69	100.0%

Math Symbol

Value	Count	Frequency (%)
+	40	100.0%

Initial Punctuation

Value	Count	Frequency (%)
“	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	227275	78.8%
Common	61245	21.2%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	25862	11.4%
r	15875	7.0%
o	15517	6.8%
a	14627	6.4%
i	14001	6.2%
l	12489	5.5%
t	12482	5.5%
n	11792	5.2%
s	11438	5.0%
c	7441	3.3%
Other values (43)	85751	37.7%

Common

Value	Count	Frequency (%)
	34365	56.1%
1	3209	5.2%
,	2856	4.7%
0	2724	4.4%
-	2329	3.8%
2	1984	3.2%
3	1528	2.5%
8	1410	2.3%
4	1406	2.3%
/	1359	2.2%
Other values (21)	8075	13.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	287046	99.5%
None	898	0.3%
Letterlike Symbols	478	0.2%
Punctuation	98	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	34365	12.0%
e	25862	9.0%
r	15875	5.5%
o	15517	5.4%
a	14627	5.1%
i	14001	4.9%
l	12489	4.4%
t	12482	4.3%
n	11792	4.1%
s	11438	4.0%
Other values (69)	118598	41.3%

None

Value	Count	Frequency (%)
®	896	99.8%
à	2	0.2%

Letterlike Symbols

Value	Count	Frequency (%)
™	478	100.0%

Punctuation

Value	Count	Frequency (%)
”	69	70.4%
“	29	29.6%

product_sub_category
Categorical

HIGH CORRELATION

Distinct	17
Distinct (%)	0.2%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Paper	1225
Binders and Binder Accessories	915
Telephones and Communication	883
Office Furnishings	788
Computer Peripherals	758
Other values (12)	3830

Length

Max length	30
Median length	20
Mean length	17.080962
Min length	5

Characters and Unicode

Total characters	143463
Distinct characters	37
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Storage & Organization
2nd row	Storage & Organization
3rd row	Chairs & Chairmats
4th row	Paper
5th row	Chairs & Chairmats

Common Values

Value	Count	Frequency (%)
Paper	1225	14.6%
Binders and Binder Accessories	915	10.9%
Telephones and Communication	883	10.5%
Office Furnishings	788	9.4%
Computer Peripherals	758	9.0%
Pens & Art Supplies	633	7.5%
Storage & Organization	546	6.5%
Appliances	434	5.2%
Chairs & Chairmats	386	4.6%
Tables	361	4.3%
Other values (7)	1470	17.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
and	2029	10.5%
	1565	8.1%
paper	1225	6.3%
office	1125	5.8%
binders	915	4.7%
binder	915	4.7%
accessories	915	4.7%
telephones	883	4.6%
communication	883	4.6%
furnishings	788	4.1%
Other values (22)	8098	41.9%

Most occurring characters

Value	Count	Frequency (%)
e	15400	10.7%
s	11945	8.3%
i	11613	8.1%
n	11005	7.7%
	10942	7.6%
r	10371	7.2%
a	9566	6.7%
o	6269	4.4%
p	6091	4.2%
c	4942	3.4%
Other values (27)	45319	31.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	115065	80.2%
Uppercase Letter	15747	11.0%
Space Separator	10942	7.6%
Other Punctuation	1709	1.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	15400	13.4%
s	11945	10.4%
i	11613	10.1%
n	11005	9.6%
r	10371	9.0%
a	9566	8.3%
o	6269	5.4%
p	6091	5.3%
c	4942	4.3%
d	4038	3.5%
Other values (12)	23825	20.7%

Uppercase Letter

Value	Count	Frequency (%)
P	2616	16.6%
C	2500	15.9%
B	2198	14.0%
A	1982	12.6%
O	1671	10.6%
T	1388	8.8%
S	1323	8.4%
F	875	5.6%
M	337	2.1%
R	323	2.1%
Other values (2)	534	3.4%

Other Punctuation

Value	Count	Frequency (%)
&	1565	91.6%
,	144	8.4%

Space Separator

Value	Count	Frequency (%)
	10942	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	130812	91.2%
Common	12651	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	15400	11.8%
s	11945	9.1%
i	11613	8.9%
n	11005	8.4%
r	10371	7.9%
a	9566	7.3%
o	6269	4.8%
p	6091	4.7%
c	4942	3.8%
d	4038	3.1%
Other values (24)	39572	30.3%

Common

Value	Count	Frequency (%)
	10942	86.5%
&	1565	12.4%
,	144	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	143463	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	15400	10.7%
s	11945	8.3%
i	11613	8.1%
n	11005	7.7%
	10942	7.6%
r	10371	7.2%
a	9566	6.7%
o	6269	4.4%
p	6091	4.2%
c	4942	3.4%
Other values (27)	45319	31.6%

profit
Real number (ℝ)

Distinct	7967
Distinct (%)	94.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	181.18442

Minimum	-14140.702
Maximum	27220.69
Zeros	0
Zeros (%)	0.0%
Negative	4264
Negative (%)	50.8%
Memory size	65.7 KiB

Quantile statistics

Minimum	-14140.702
5-th percentile	-592.43905
Q1	-83.315
median	-1.5
Q3	162.748
95-th percentile	1542.309
Maximum	27220.69
Range	41361.392
Interquartile range (IQR)	246.063

Descriptive statistics

Standard deviation	1196.6533
Coefficient of variation (CV)	6.6046149
Kurtosis	67.34971
Mean	181.18442
Median Absolute Deviation (MAD)	104.3345
Skewness	3.6472388
Sum	1521768
Variance	1431979.2
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
-969.048366	8	0.1%
-433.290143	6	0.1%
-505.984479	5	0.1%
-715.778206	5	0.1%
-1331.553366	5	0.1%
-528.653125	5	0.1%
11.65095	5	0.1%
-66.87	4	< 0.1%
-22.82	4	< 0.1%
-513.79042	4	< 0.1%
Other values (7957)	8348	99.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
-14140.7016	1	< 0.1%
-12557.9976	1	< 0.1%
-11984.3979	1	< 0.1%
-11861.46	1	< 0.1%
-11769.17	1	< 0.1%
-11053.6	1	< 0.1%
-10263.6597	1	< 0.1%
-9611.91	1	< 0.1%
-9078.94	1	< 0.1%
-8570.4483	1	< 0.1%

Value	Count	Frequency (%)
27220.69	1	< 0.1%
14440.39	1	< 0.1%
13340.26	1	< 0.1%
12748.86	1	< 0.1%
12606.81	1	< 0.1%
11984.395	1	< 0.1%
11630.146	1	< 0.1%
11562.08	1	< 0.1%
11535.282	1	< 0.1%
10951.3065	1	< 0.1%

region
Categorical

HIGH CORRELATION

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Central	2710
West	1956
East	1895
South	1838

Length

Max length	7
Median length	5
Mean length	5.186808
Min length	4

Characters and Unicode

Total characters	43564
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	East
2nd row	East
3rd row	West
4th row	West
5th row	West

Common Values

Value	Count	Frequency (%)
Central	2710	32.3%
West	1956	23.3%
East	1895	22.6%
South	1838	21.9%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
central	2710	32.3%
west	1956	23.3%
east	1895	22.6%
south	1838	21.9%

Most occurring characters

Value	Count	Frequency (%)
t	8399	19.3%
e	4666	10.7%
a	4605	10.6%
s	3851	8.8%
C	2710	6.2%
n	2710	6.2%
r	2710	6.2%
l	2710	6.2%
W	1956	4.5%
E	1895	4.3%
Other values (4)	7352	16.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	35165	80.7%
Uppercase Letter	8399	19.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	8399	23.9%
e	4666	13.3%
a	4605	13.1%
s	3851	11.0%
n	2710	7.7%
r	2710	7.7%
l	2710	7.7%
o	1838	5.2%
u	1838	5.2%
h	1838	5.2%

Uppercase Letter

Value	Count	Frequency (%)
C	2710	32.3%
W	1956	23.3%
E	1895	22.6%
S	1838	21.9%

Most occurring scripts

Value	Count	Frequency (%)
Latin	43564	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	8399	19.3%
e	4666	10.7%
a	4605	10.6%
s	3851	8.8%
C	2710	6.2%
n	2710	6.2%
r	2710	6.2%
l	2710	6.2%
W	1956	4.5%
E	1895	4.3%
Other values (4)	7352	16.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	43564	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
t	8399	19.3%
e	4666	10.7%
a	4605	10.6%
s	3851	8.8%
C	2710	6.2%
n	2710	6.2%
r	2710	6.2%
l	2710	6.2%
W	1956	4.5%
E	1895	4.3%
Other values (4)	7352	16.9%

row_id
Real number (ℝ)

HIGH CORRELATION UNIFORM UNIQUE

Distinct	8399
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	4200

Minimum	1
Maximum	8399
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	1
5-th percentile	420.9
Q1	2100.5
median	4200
Q3	6299.5
95-th percentile	7979.1
Maximum	8399
Range	8398
Interquartile range (IQR)	4199

Descriptive statistics

Standard deviation	2424.7268
Coefficient of variation (CV)	0.5773159
Kurtosis	-1.2
Mean	4200
Median Absolute Deviation (MAD)	2100
Skewness	0
Sum	35275800
Variance	5879300
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
4031	1	< 0.1%
671	1	< 0.1%
669	1	< 0.1%
672	1	< 0.1%
4860	1	< 0.1%
883	1	< 0.1%
5148	1	< 0.1%
1554	1	< 0.1%
5426	1	< 0.1%
6973	1	< 0.1%
Other values (8389)	8389	99.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	1	< 0.1%
2	1	< 0.1%
3	1	< 0.1%
4	1	< 0.1%
5	1	< 0.1%
6	1	< 0.1%
7	1	< 0.1%
8	1	< 0.1%
9	1	< 0.1%
10	1	< 0.1%

Value	Count	Frequency (%)
8399	1	< 0.1%
8398	1	< 0.1%
8397	1	< 0.1%
8396	1	< 0.1%
8395	1	< 0.1%
8394	1	< 0.1%
8393	1	< 0.1%
8392	1	< 0.1%
8391	1	< 0.1%
8390	1	< 0.1%

sales
Real number (ℝ)

HIGH CORRELATION

Distinct	8153
Distinct (%)	97.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1775.8782

Minimum	2.24
Maximum	89061.05
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	2.24
5-th percentile	34.178
Q1	143.195
median	449.42
Q3	1709.32
95-th percentile	7844.335
Maximum	89061.05
Range	89058.81
Interquartile range (IQR)	1566.125

Descriptive statistics

Standard deviation	3585.0505
Coefficient of variation (CV)	2.018748
Kurtosis	60.928376
Mean	1775.8782
Median Absolute Deviation (MAD)	381.95
Skewness	5.3869824
Sum	14915601
Variance	12852587
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
75.19	3	< 0.1%
19.36	3	< 0.1%
20.19	3	< 0.1%
74.02	3	< 0.1%
10.48	3	< 0.1%
224.58	3	< 0.1%
43.29	3	< 0.1%
151.19	3	< 0.1%
127.56	3	< 0.1%
115.81	3	< 0.1%
Other values (8143)	8369	99.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2.24	1	< 0.1%
3.2	1	< 0.1%
3.23	1	< 0.1%
3.41	1	< 0.1%
3.42	1	< 0.1%
3.63	1	< 0.1%
3.77	1	< 0.1%
3.85	1	< 0.1%
3.96	1	< 0.1%
4.94	1	< 0.1%

Value	Count	Frequency (%)
89061.05	1	< 0.1%
45923.76	1	< 0.1%
41343.21	1	< 0.1%
33367.85	1	< 0.1%
29884.6	1	< 0.1%
29345.27	1	< 0.1%
29186.49	1	< 0.1%
28761.52	1	< 0.1%
28664.52	1	< 0.1%
28389.14	1	< 0.1%

ship_date
Date

Distinct	1450
Distinct (%)	17.3%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Minimum	2012-01-02 00:00:00
Maximum	2015-12-30 00:00:00

Histogram

Histogram with fixed size bins (bins=50)

ship_mode
Categorical

HIGH CORRELATION

Distinct	3
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

Regular Air	6270
Delivery Truck	1146
Express Air	983

Length

Max length	14
Median length	11
Mean length	11.409334
Min length	11

Characters and Unicode

Total characters	95827
Distinct characters	20
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Regular Air
2nd row	Express Air
3rd row	Delivery Truck
4th row	Regular Air
5th row	Delivery Truck

Common Values

Value	Count	Frequency (%)
Regular Air	6270	74.7%
Delivery Truck	1146	13.6%
Express Air	983	11.7%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
air	7253	43.2%
regular	6270	37.3%
delivery	1146	6.8%
truck	1146	6.8%
express	983	5.9%

Most occurring characters

Value	Count	Frequency (%)
r	16798	17.5%
e	9545	10.0%
	8399	8.8%
i	8399	8.8%
u	7416	7.7%
l	7416	7.7%
A	7253	7.6%
R	6270	6.5%
g	6270	6.5%
a	6270	6.5%
Other values (10)	11791	12.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	70630	73.7%
Uppercase Letter	16798	17.5%
Space Separator	8399	8.8%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	16798	23.8%
e	9545	13.5%
i	8399	11.9%
u	7416	10.5%
l	7416	10.5%
g	6270	8.9%
a	6270	8.9%
s	1966	2.8%
v	1146	1.6%
y	1146	1.6%
Other values (4)	4258	6.0%

Uppercase Letter

Value	Count	Frequency (%)
A	7253	43.2%
R	6270	37.3%
T	1146	6.8%
D	1146	6.8%
E	983	5.9%

Space Separator

Value	Count	Frequency (%)
	8399	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	87428	91.2%
Common	8399	8.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	16798	19.2%
e	9545	10.9%
i	8399	9.6%
u	7416	8.5%
l	7416	8.5%
A	7253	8.3%
R	6270	7.2%
g	6270	7.2%
a	6270	7.2%
s	1966	2.2%
Other values (9)	9825	11.2%

Common

Value	Count	Frequency (%)
	8399	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	95827	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	16798	17.5%
e	9545	10.0%
	8399	8.8%
i	8399	8.8%
u	7416	7.7%
l	7416	7.7%
A	7253	7.6%
R	6270	6.5%
g	6270	6.5%
a	6270	6.5%
Other values (10)	11791	12.3%

shipping_cost
Real number (ℝ)

HIGH CORRELATION

Distinct	652
Distinct (%)	7.8%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	12.838557

Minimum	0.49
Maximum	164.73
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0.49
5-th percentile	0.8
Q1	3.3
median	6.07
Q3	13.99
95-th percentile	55.351
Maximum	164.73
Range	164.24
Interquartile range (IQR)	10.69

Descriptive statistics

Standard deviation	17.264052
Coefficient of variation (CV)	1.3447035
Kurtosis	7.7515872
Mean	12.838557
Median Absolute Deviation (MAD)	3.61
Skewness	2.5538008
Sum	107831.04
Variance	298.04749
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
19.99	352	4.2%
8.99	321	3.8%
1.99	247	2.9%
0.5	190	2.3%
0.99	144	1.7%
4	143	1.7%
1.49	138	1.6%
0.7	138	1.6%
24.49	132	1.6%
2.99	124	1.5%
Other values (642)	6470	77.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.49	34	0.4%
0.5	190	2.3%
0.7	138	1.6%
0.71	22	0.3%
0.73	1	< 0.1%
0.75	7	0.1%
0.76	7	0.1%
0.78	7	0.1%
0.79	3	< 0.1%
0.8	24	0.3%

Value	Count	Frequency (%)
164.73	1	< 0.1%
154.12	1	< 0.1%
147.12	2	< 0.1%
143.71	1	< 0.1%
130	1	< 0.1%
126	1	< 0.1%
110.2	10	0.1%
99	7	0.1%
91.05	5	0.1%
89.3	13	0.2%

state
Categorical

HIGH CORRELATION

Distinct	48
Distinct (%)	0.6%
Missing	0
Missing (%)	0.0%
Memory size	65.7 KiB

California	780
Texas	577
Illinois	500
Florida	479
Ohio	396
Other values (43)	5667

Length

Max length	14
Median length	12
Mean length	7.7852125
Min length	2

Characters and Unicode

Total characters	65388
Distinct characters	46
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Pennsylvania
2nd row	Maryland
3rd row	California
4th row	California
5th row	California

Common Values

Value	Count	Frequency (%)
California	780	9.3%
Texas	577	6.9%
Illinois	500	6.0%
Florida	479	5.7%
Ohio	396	4.7%
New York	372	4.4%
Michigan	291	3.5%
Indiana	241	2.9%
Washington	240	2.9%
Minnesota	239	2.8%
Other values (38)	4284	51.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
california	780	8.2%
new	687	7.2%
texas	577	6.1%
illinois	500	5.2%
florida	479	5.0%
ohio	396	4.2%
york	372	3.9%
carolina	316	3.3%
michigan	291	3.1%
north	245	2.6%
Other values (40)	4884	51.3%

Most occurring characters

Value	Count	Frequency (%)
a	8410	12.9%
i	7507	11.5%
n	6295	9.6%
o	5725	8.8%
e	3794	5.8%
r	3778	5.8%
s	3729	5.7%
l	3413	5.2%
h	1743	2.7%
t	1465	2.2%
Other values (36)	19529	29.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	54422	83.2%
Uppercase Letter	9838	15.0%
Space Separator	1128	1.7%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	8410	15.5%
i	7507	13.8%
n	6295	11.6%
o	5725	10.5%
e	3794	7.0%
r	3778	6.9%
s	3729	6.9%
l	3413	6.3%
h	1743	3.2%
t	1465	2.7%
Other values (14)	8563	15.7%

Uppercase Letter

Value	Count	Frequency (%)
M	1358	13.8%
C	1355	13.8%
N	1052	10.7%
I	1031	10.5%
O	829	8.4%
T	743	7.6%
A	532	5.4%
F	479	4.9%
W	473	4.8%
Y	372	3.8%
Other values (11)	1614	16.4%

Space Separator

Value	Count	Frequency (%)
	1128	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	64260	98.3%
Common	1128	1.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	8410	13.1%
i	7507	11.7%
n	6295	9.8%
o	5725	8.9%
e	3794	5.9%
r	3778	5.9%
s	3729	5.8%
l	3413	5.3%
h	1743	2.7%
t	1465	2.3%
Other values (35)	18401	28.6%

Common

Value	Count	Frequency (%)
	1128	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	65388	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
a	8410	12.9%
i	7507	11.5%
n	6295	9.6%
o	5725	8.8%
e	3794	5.8%
r	3778	5.8%
s	3729	5.7%
l	3413	5.2%
h	1743	2.7%
t	1465	2.2%
Other values (36)	19529	29.9%

unit_price
Real number (ℝ)

HIGH CORRELATION

Distinct	751
Distinct (%)	8.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	89.346259

Minimum	0.99
Maximum	6783.02
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	0.99
5-th percentile	2.88
Q1	6.48
median	20.99
Q3	85.99
95-th percentile	320.64
Maximum	6783.02
Range	6782.03
Interquartile range (IQR)	79.51

Descriptive statistics

Standard deviation	290.35438
Coefficient of variation (CV)	3.2497654
Kurtosis	271.16873
Mean	89.346259
Median Absolute Deviation (MAD)	17.01
Skewness	14.127793
Sum	750419.23
Variance	84305.668
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6.48	264	3.1%
65.99	192	2.3%
4.98	136	1.6%
125.99	115	1.4%
5.98	102	1.2%
2.88	81	1.0%
20.99	73	0.9%
30.98	73	0.9%
35.99	70	0.8%
205.99	66	0.8%
Other values (741)	7227	86.0%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
0.99	2	< 0.1%
1.14	10	0.1%
1.26	13	0.2%
1.48	12	0.1%
1.6	5	0.1%
1.68	22	0.3%
1.7	8	0.1%
1.74	9	0.1%
1.76	29	0.3%
1.8	3	< 0.1%

Value	Count	Frequency (%)
6783.02	7	0.1%
3502.14	6	0.1%
3499.99	7	0.1%
2550.14	7	0.1%
2036.48	6	0.1%
1938.02	8	0.1%
1889.99	3	< 0.1%
1637.53	2	< 0.1%
1500.97	5	0.1%
1360.14	3	< 0.1%

zip_code
Real number (ℝ)

HIGH CORRELATION

Distinct	1626
Distinct (%)	19.4%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	52839.139

Minimum	1001
Maximum	99362
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	65.7 KiB

Quantile statistics

Minimum	1001
5-th percentile	6032.7
Q1	30337
median	52732
Q3	77577
95-th percentile	95992.2
Maximum	99362
Range	98361
Interquartile range (IQR)	47240

Descriptive statistics

Standard deviation	28509.536
Coefficient of variation (CV)	0.53955337
Kurtosis	-1.1269582
Mean	52839.139
Median Absolute Deviation (MAD)	23321
Skewness	-0.055889262
Sum	4.4379593 × 10⁸
Variance	8.1279362 × 10⁸
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
94110	22	0.3%
92277	22	0.3%
88201	21	0.3%
81301	20	0.2%
55372	19	0.2%
59715	19	0.2%
87105	18	0.2%
46203	17	0.2%
4401	17	0.2%
21222	15	0.2%
Other values (1616)	8209	97.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1001	1	< 0.1%
1007	1	< 0.1%
1013	1	< 0.1%
1027	1	< 0.1%
1028	1	< 0.1%
1040	1	< 0.1%
1056	1	< 0.1%
1060	1	< 0.1%
1069	1	< 0.1%
1075	2	< 0.1%

Value	Count	Frequency (%)
99362	8	0.1%
99352	5	0.1%
99336	6	0.1%
99301	6	0.1%
99207	7	0.1%
99163	7	0.1%
98902	3	< 0.1%
98801	7	0.1%
98661	8	0.1%
98632	6	0.1%

Auto

Heatmap
Table

	customer_age	discount	order_id	order_quantity	product_base_margin	profit	row_id	sales	shipping_cost	unit_price	zip_code	customer_segment	order_priority	product_category	product_container	product_sub_category	region	ship_mode	state
customer_age	1.000	0.017	0.016	0.019	-0.018	0.012	0.016	0.009	-0.002	0.000	0.003	0.010	0.037	0.000	0.000	0.000	0.013	0.018	0.062
discount	0.017	1.000	-0.002	-0.009	-0.001	-0.073	-0.002	-0.022	-0.003	-0.001	-0.008	0.005	0.015	0.027	0.023	0.000	0.000	0.000	0.000
order_id	0.016	-0.002	1.000	0.011	-0.020	0.009	1.000	-0.011	-0.004	-0.018	-0.005	0.027	0.041	0.000	0.001	0.000	0.041	0.000	0.065
order_quantity	0.019	-0.009	0.011	1.000	0.011	0.238	0.011	0.399	-0.024	-0.030	0.005	0.000	0.014	0.000	0.000	0.017	0.012	0.000	0.018
product_base_margin	-0.018	-0.001	-0.020	0.011	1.000	-0.207	-0.020	0.349	0.291	0.392	-0.006	0.016	0.014	0.442	0.291	0.422	0.016	0.336	0.017
profit	0.012	-0.073	0.009	0.238	-0.207	1.000	0.009	0.325	-0.193	0.227	0.013	0.000	0.021	0.103	0.131	0.168	0.021	0.149	0.017
row_id	0.016	-0.002	1.000	0.011	-0.020	0.009	1.000	-0.011	-0.004	-0.018	-0.005	0.030	0.039	0.000	0.000	0.000	0.041	0.000	0.063
sales	0.009	-0.022	-0.011	0.399	0.349	0.325	-0.011	1.000	0.587	0.877	-0.000	0.000	0.000	0.112	0.149	0.197	0.000	0.214	0.000
shipping_cost	-0.002	-0.003	-0.004	-0.024	0.291	-0.193	-0.004	0.587	1.000	0.652	-0.008	0.000	0.020	0.363	0.374	0.306	0.019	0.518	0.000
unit_price	0.000	-0.001	-0.018	-0.030	0.392	0.227	-0.018	0.877	0.652	1.000	-0.007	0.011	0.012	0.094	0.121	0.197	0.021	0.088	0.000
zip_code	0.003	-0.008	-0.005	0.005	-0.006	0.013	-0.005	-0.000	-0.008	-0.007	1.000	0.117	0.036	0.000	0.014	0.000	0.885	0.000	0.970
customer_segment	0.010	0.005	0.027	0.000	0.016	0.000	0.030	0.000	0.000	0.011	0.117	1.000	0.000	0.006	0.000	0.000	0.067	0.000	0.201
order_priority	0.037	0.015	0.041	0.014	0.014	0.021	0.039	0.000	0.020	0.012	0.036	0.000	1.000	0.000	0.005	0.000	0.003	0.003	0.064
product_category	0.000	0.027	0.000	0.000	0.442	0.103	0.000	0.112	0.363	0.094	0.000	0.006	0.000	1.000	0.491	0.999	0.019	0.382	0.019
product_container	0.000	0.023	0.001	0.000	0.291	0.131	0.000	0.149	0.374	0.121	0.014	0.000	0.005	0.491	1.000	0.654	0.032	0.703	0.026
product_sub_category	0.000	0.000	0.000	0.017	0.422	0.168	0.000	0.197	0.306	0.197	0.000	0.000	0.000	0.999	0.654	1.000	0.041	0.611	0.005
region	0.013	0.000	0.041	0.012	0.016	0.021	0.041	0.000	0.019	0.021	0.885	0.067	0.003	0.019	0.032	0.041	1.000	0.011	0.997
ship_mode	0.018	0.000	0.000	0.000	0.336	0.149	0.000	0.214	0.518	0.088	0.000	0.000	0.003	0.382	0.703	0.611	0.011	1.000	0.033
state	0.062	0.000	0.065	0.018	0.017	0.017	0.063	0.000	0.000	0.000	0.970	0.201	0.064	0.019	0.026	0.005	0.997	0.033	1.000

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

First rows
Last rows

	city	customer_age	customer_name	customer_segment	discount	number_of_records	order_date	order_id	order_priority	order_quantity	product_base_margin	product_category	product_container	product_name	product_sub_category	profit	region	row_id	sales	ship_date	ship_mode	shipping_cost	state	unit_price	zip_code
0	McKeesport	NaN	Jessica Myrick	Small Business	0.10	1	2012-01-01	28774	High	32	0.68	Office Supplies	Small Box	Perma STOR-ALL™ Hanging File Box, 13 1/8"W x 12 1/4"D x 10 1/2"H	Storage & Organization	-111.800	East	4031	180.36	2012-01-02	Regular Air	4.69	Pennsylvania	5.98	15131
1	Bowie	NaN	Matt Collister	Home Office	0.08	1	2012-01-01	13729	Not Specified	9	NaN	Office Supplies	Large Box	Safco Industrial Wire Shelving	Storage & Organization	-342.910	East	1914	872.48	2012-01-03	Express Air	35.00	Maryland	95.99	20715
2	Napa	NaN	Alan Schoenberger	Corporate	0.00	1	2012-01-02	37537	Low	4	0.56	Furniture	Jumbo Drum	Hon 4070 Series Pagoda™ Armless Upholstered Stacking Chairs	Chairs & Chairmats	-193.080	West	5272	1239.06	2012-01-02	Delivery Truck	48.80	California	291.73	94559
3	Montebello	NaN	Elizabeth Moffitt	Consumer	0.08	1	2012-01-02	44069	Critical	43	0.39	Office Supplies	Wrap Bag	White GlueTop Scratch Pads	Paper	247.790	West	6225	614.80	2012-01-02	Regular Air	1.97	California	15.04	90640
4	Napa	NaN	Alan Schoenberger	Corporate	0.07	1	2012-01-02	37537	Low	43	0.69	Furniture	Jumbo Drum	Hon Valutask™ Swivel Chairs	Chairs & Chairmats	-1049.850	West	5273	4083.19	2012-01-04	Delivery Truck	45.00	California	100.98	94559
5	Montebello	NaN	Elizabeth Moffitt	Consumer	0.09	1	2012-01-02	44069	Critical	16	0.40	Office Supplies	Wrap Bag	Black Print Carbonless Snap-Off® Rapid Letter, 8 1/2" x 7"	Paper	26.710	West	6224	137.63	2012-01-04	Express Air	2.15	California	9.11	90640
6	Prior Lake	NaN	David Philippe	Consumer	0.06	1	2012-01-02	9285	Critical	3	0.36	Office Supplies	Small Box	Avery Trapezoid Ring Binder, 3" Capacity, Black, 1040 sheets	Binders and Binder Accessories	-11.937	Central	1279	124.81	2012-01-04	Regular Air	2.99	Minnesota	40.98	55372
7	Napa	NaN	Alan Schoenberger	Corporate	0.05	1	2012-01-02	37537	Low	32	0.59	Office Supplies	Small Box	Dual Level, Single-Width Filing Carts	Storage & Organization	1438.490	West	5274	4902.38	2012-01-09	Regular Air	7.07	California	155.06	94559
8	Phenix City	NaN	Patrick Jones	Home Office	0.09	1	2012-01-03	40354	High	4	0.64	Furniture	Jumbo Box	Bush Advantage Collection® Round Conference Table	Tables	-93.160	South	5705	698.00	2012-01-04	Delivery Truck	52.20	Alabama	212.60	36869
9	Draper	NaN	Larry Tron	Home Office	0.05	1	2012-01-03	9762	High	12	0.78	Furniture	Medium Box	36X48 HARDFLOOR CHAIRMAT	Office Furnishings	-146.050	West	1336	262.76	2012-01-04	Regular Air	21.20	Utah	20.98	84020

	city	customer_age	customer_name	customer_segment	discount	number_of_records	order_date	order_id	order_priority	order_quantity	product_base_margin	product_category	product_container	product_name	product_sub_category	profit	region	row_id	sales	ship_date	ship_mode	shipping_cost	state	unit_price	zip_code
8389	Scarsdale	95.0	Shirley Schmidt	Corporate	0.05	1	2015-12-29	53730	High	40	0.36	Office Supplies	Small Box	Avery® Durable Plastic 1" Binders	Binders and Binder Accessories	-144.739	East	7524	181.80	2015-12-30	Regular Air	5.83	New York	4.54	10583
8390	Olathe	88.0	Anna Andreadi	Small Business	0.09	1	2015-12-29	13507	Medium	27	0.39	Office Supplies	Small Box	Strathmore Photo Mount Cards	Paper	-75.710	Central	1876	176.10	2015-12-30	Regular Air	6.18	Kansas	6.78	66062
8391	Horn Lake	88.0	Jennifer Jackson	Home Office	0.10	1	2015-12-29	29216	Critical	46	0.64	Technology	Small Box	Fellowes Mobile Numeric Keypad, Graphite	Computer Peripherals	307.170	South	4100	1936.45	2015-12-30	Regular Air	4.00	Mississippi	43.22	38637
8392	Fairfield	95.0	Tony Molinari	Corporate	0.06	1	2015-12-30	50950	Not Specified	6	0.70	Furniture	Jumbo Drum	Novimex Fabric Task Chair	Chairs & Chairmats	-166.960	West	7141	391.12	2015-12-30	Delivery Truck	30.00	California	60.98	94533
8393	Charlottesville	95.0	Jim Epp	Small Business	0.08	1	2015-12-30	47815	Not Specified	45	0.54	Furniture	Wrap Bag	DAX Wood Document Frame.	Office Furnishings	-33.470	South	6712	580.96	2015-12-30	Regular Air	6.85	Virginia	13.73	22901
8394	Fairfield	95.0	Tony Molinari	Corporate	0.10	1	2015-12-30	50950	Not Specified	35	0.59	Office Supplies	Small Box	Tenex Personal Project File with Scoop Front Design, Black	Storage & Organization	-15.070	West	7142	448.10	2015-12-30	Express Air	4.51	California	13.48	94533
8395	Harker Heights	95.0	Matt Hagelstein	Home Office	0.09	1	2015-12-30	25542	Low	37	0.39	Office Supplies	Wrap Bag	Black Print Carbonless 8 1/2" x 8 1/4" Rapid Memo Book	Paper	-18.660	Central	3583	257.46	2015-12-30	Express Air	4.23	Texas	7.28	76543
8396	Riverview	95.0	Theresa Swint	Consumer	0.10	1	2015-12-30	45127	Medium	10	0.37	Office Supplies	Wrap Bag	Binder Clips by OIC	Rubber Bands	-1.290	South	6361	14.15	2015-12-30	Regular Air	0.70	Florida	1.48	33569
8397	Nicholasville	95.0	Maribeth Yedwab	Home Office	0.09	1	2015-12-30	49344	Low	1	0.83	Office Supplies	Medium Box	Martin Yale Chadless Opener Electric Letter Opener	Scissors, Rulers and Trimmers	-745.200	South	6916	803.33	2015-12-30	Regular Air	24.49	Kentucky	832.81	40356
8398	Nicholasville	95.0	Maribeth Yedwab	Home Office	0.00	1	2015-12-30	49344	Low	31	0.68	Technology	Small Box	Belkin 105-Key Black Keyboard	Computer Peripherals	27.850	South	6915	672.93	2015-12-30	Regular Air	4.00	Kentucky	19.98	40356

Overview

Variables

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Most occurring characters

Most occurring categories

Most frequent character per category

Uppercase Letter

Lowercase Letter

Space Separator

Other Punctuation

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Decimal Number

Most occurring scripts

Most frequent character per script

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

Lowercase Letter

Uppercase Letter

Space Separator

Most occurring scripts

Most frequent character per script

Latin

Common

Most occurring blocks

Most frequent character per block

ASCII

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category